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Type: Journal article
Title: Reliability prediction of distributed systems using Monte Carlo method
Author: Gunawan, I.
Citation: International Journal of Reliability and Safety, 2013; 7(3):235-248
Publisher: Inderscience Enterprises
Issue Date: 2013
ISSN: 1479-389X
Statement of
Indra Gunawan
Abstract: Distributed systems consist of layers of switching elements connected together in a predefined topology providing the connectivity between the set of processors and the set of memory modules. Reliability prediction is important as it determines the usability and efficiency of the network to provide services. This paper presents reliability analysis of Shuffle-Exchange Network (SEN) systems using Monte Carlo method with stratified sampling. A SEN, a specific type of distributed systems that consists of 2 × 2 switching elements, has been widely considered a practical interconnection system. Confidence interval of the point estimate is then derived using non-parametric bootstrapping.
Keywords: distributed systems; Monte Carlo; reliability; shuffle-exchange network; switching element.
Rights: © 2013 Inderscience Enterprises Ltd.
RMID: 0030042017
DOI: 10.1504/IJRS.2013.057092
Appears in Collections:Entrepreneurship, Commercialisation, and Innovation Centre publications

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